{"id":"W1562851158","doi":"10.3386/w20474","title":"The Biocultural Origins of Human Capital Formation","year":2014,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Human capital; Sociology; Anthropology; Economic geography; Geography; Economics; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00320704,0.0001662539,0.0006332986,0.000311426,0.0004847691,0.00007145165,0.0007069313,0.0002776878,0.0001346079],"category_scores_gemma":[0.0004524816,0.0001557262,0.0002903227,0.0000856219,0.0005596373,0.0001402833,0.0004150219,0.0005459635,0.0003115547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002970546,"about_ca_system_score_gemma":0.0001659754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004359514,"about_ca_topic_score_gemma":0.0003604335,"domain_scores_codex":[0.9977937,0.00007009284,0.001302527,0.0003733188,0.0001423269,0.0003180629],"domain_scores_gemma":[0.9978325,0.0004961891,0.0009237609,0.0002990659,0.0003834923,0.00006504209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001103986,0.00003055338,0.000719843,0.0000678716,0.0001116427,6.803595e-8,0.0006511309,0.0002947128,0.00001177801,0.9923806,0.005552404,0.0001683669],"study_design_scores_gemma":[0.0002726244,0.00006785898,0.001243335,0.00002052424,0.000003417652,3.343043e-7,0.0002125986,0.0009491658,0.0000779227,0.966812,0.03017434,0.0001658614],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5398189,0.003815637,0.0001045275,0.002480247,0.00137858,0.0008045916,0.0005118203,0.0000221895,0.4510634],"genre_scores_gemma":[0.9970724,0.0005747632,0.0000587285,0.0000134379,0.0004911287,0.00008133008,0.0001310654,0.00001744818,0.001559683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4572535,"threshold_uncertainty_score":0.7767874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2951156456170139,"score_gpt":0.4370098991408257,"score_spread":0.1418942535238117,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}